
from sklearn.cluster import DBSCAN


def perform_dbscan_clustering(points_for_clustering, eps=2.5, min_samples=3):
    dbscan = DBSCAN(eps=eps, min_samples=min_samples)
    clusters = dbscan.fit_predict(points_for_clustering)
    return clusters
